# Cvat

> Analysis by Optimly for Optimly AI Visibility, in the Optimly AI Brand Index. Last analyzed September 20, 2026.

> CVAT is a complete data labeling suite for teams building real-world AI, offering an annotation platform to turn raw visual data into model-ready datasets. It supports image, video, and 3D point cloud annotation, with options for cloud, self-hosted enterprise, and open-source deployments, and also offers managed annotation services.

- Business Profile: https://optimly.ai/brand/cvat
- Publisher: Optimly (https://optimly.ai)
- Dataset: Optimly AI Brand Index (https://optimly.ai/brand)
- Official website: https://cvat.ai/
- Logo: https://logo.clearbit.com/cvat.ai
- Slug: cvat
- Brand Authority Index tier: Low Visibility
- Category: AI Data Annotation & Labeling Tools
- Last Analyzed: September 20, 2026

## Buyer Intent Signals
Problems: Difficulty turning raw visual data into model-ready datasets | Need for scalable data annotation for AI/ML projects | Challenges with manual data labeling speed and accuracy | Lack of robust quality control for annotations | Management of annotation projects and teams | Security and compliance concerns for sensitive data labeling.
Solutions: Seeking data labeling platform | Evaluating visual data annotation tools | Looking for automated annotation solutions | Interested in managed data labeling services | Searching for enterprise-grade security for AI training data | Exploring options for self-hosted annotation platforms.
Comparisons: Comparing data annotation platforms features (e.g., image, video, 3D point cloud support) | Assessing data labeling tool integrations (API, SDK, CLI, cloud storage) | Reviewing pricing models for data annotation | Considering deployment options for annotation software (cloud vs. on-premise) | Evaluating quality control mechanisms in labeling platforms.